Olena Liashenko

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Fractal Analysis

Financial Time Series

Machine Learning

Top Venues

Publications

Bohdan Yakymchuk, Olena Liashenko
Modeling the Resource Planning System for Grocery Retail Using Machine Learning. ICTERI (2023)
Olena Liashenko, Tetyana Kravets, Vadym Proshchenko
Dynamic Rebalancing of Cryptocurrency Portfolio Based on Forecasted Technical Indicators and Random Forest Method. DSMSI (2023)
Tetiana Zatonatska, Olena Liashenko, Vadym Pakholchuk, Dmytro Zatonatskiy
The Impact of Investments in Digital Development on Employment in the Information and Communications Technology (ICT) Sector. ACIT (2023)
Olena Liashenko, Bohdan Yakymchuk
Modeling the Optimal Grocery Store Trading Area using Machine Learning Methods. IT&I (2022)
Olena Liashenko, Oleksandr Podskrebko, Nadiia Ivanchenko
The Impact of Data Analytics on the Nature of Doing Business. ACIT (2022)
Olena Liashenko, Tetyana Kravets, Anastasiia Filohina
Modeling of Correlation on the Stock Market Using Complex Network Methods. ACIT (2022)
Bohdan Yakymchuk, Olena Liashenko
Forecasting of New Grocery Store Opening Success Using Machine Learning Algorithms. ACIT (2022)
Olena Liashenko, Tetyana Kravets, Matvii Prokopenko
Analysis of Structural Shifts in Students' Behavioral Patterns During COVID-19. ACIT (2021)
Olena Liashenko, Tetyana Kravets, Yevhenii Repetskyi
Neural Networks in Application to Cryptocurrency Exchange Modeling. IT&I Workshops (2020)
Olena Liashenko, Tetyana Kravets, Olha Bobro
Fractionally Cointegrated Vector Autoregression Model of Spread Estimation for Metals. ACIT (2020)
Olena Liashenko, Tetyana Kravets
The Relationship between Oil and Gas Prices, Dow Jones and US Dollar Indexes: A Wavelet Co-movement Estimation and Neural Network Forecasting. ICTERI Workshops (2019)
Olena Liashenko, Tetyana Kravets, Tetiana Verhai
Estimation of the Production Potential of Ukraine's Regions Using Kohonen Neural Network. ICTERI (2018)
Olena Liashenko, Tetyana Kravets, Kateryna Krytsun
Econometric Modeling of Financial Time Series Volatility Using Software Packages. ICTERI (2017)
Olena Liashenko, Tetyana Kravets, Kateryna Krytsun
Software Packages for Econometrics: Financial Time Series Modeling. ICTERI (Revised Selected Papers) (2017)
Olena Liashenko, Tetyana Kravets
Fractal Analysis of Currency Market: Hurst Index as an Indicator of Abnormal Events. ICTERI (2016)